ID
int64
1
9.11k
age
float64
18
102
death
int64
0
1
sex
stringclasses
2 values
hospdead
int64
0
1
slos
int64
3
343
d.time
int64
3
2.03k
dzgroup
stringclasses
8 values
dzclass
stringclasses
4 values
num.co
int64
0
9
edu
float64
0
31
income
stringclasses
4 values
scoma
float64
0
100
charges
float64
1.17k
1.44M
totcst
float64
0
633k
totmcst
float64
-102.72
711k
avtisst
float64
1
83
race
stringclasses
5 values
sps
float64
0.2
99.2
aps
float64
0
143
surv2m
float64
0
0.97
surv6m
float64
0
0.95
hday
int64
1
148
diabetes
int64
0
1
dementia
int64
0
1
ca
stringclasses
3 values
prg2m
float64
0
1
prg6m
float64
0
1
dnr
stringclasses
3 values
dnrday
float64
-88
285
meanbp
float64
0
195
wblc
float64
0
200
hrt
float64
0
300
resp
float64
0
90
temp
float64
31.7
41.7
pafi
float64
12
890
alb
float64
0.4
29
bili
float64
0.1
63
crea
float64
0.1
21.5
sod
float64
110
181
ph
float64
6.83
7.77
glucose
float64
0
1.09k
bun
float64
1
300
urine
float64
0
9k
adlp
float64
0
7
adls
float64
0
7
sfdm2
stringclasses
5 values
adlsc
float64
0
7.07
5,401
66.26099
1
female
0
9
252
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
under $11k
9
26,964
16,679.6406
17,071
16.5
black
26.796875
51
0.689941
0.5979
4
1
0
no
0.8
0.75
no dnr
9
102
6.799805
60
16
38
null
null
0.599976
1.299805
140
null
91
15
null
0
6
null
6
5,402
68.88196
1
male
0
10
334
COPD
COPD/CHF/Cirrhosis
6
7
under $11k
9
21,663
13,114.1641
13,237
18.5
white
18.597656
37
0.843994
0.744995
1
0
0
no
0.5
0.5
no dnr
10
112
5.599609
80
10
36.89844
292
1.399902
1.199951
0.599976
138
7.429688
104
13
1,450
null
0
no(M2 and SIP pres)
0
5,403
73.79297
1
female
0
10
16
Lung Cancer
Cancer
1
12
null
0
10,375
6,902.6602
7,978
11.5
white
22
23
0.569946
0.248993
1
0
0
metastatic
0.4
0.1
dnr after sadm
4
77
7.899414
95
26
38.39844
78
3.399902
0.699951
1.099854
138
7.069336
130
28
1,175
7
3
<2 mo. follow-up
3
5,404
52.76898
1
male
0
55
193
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
null
0
121,661
null
null
23
black
29.296875
77
0.68396
0.589966
41
1
0
no
0.5
0.4
no dnr
55
154
27.398438
150
36
35.79688
168.3125
2.599609
6.799805
1.799805
146
7.319336
210
60
4,670
0
null
adl>=4 (>=5 if sur)
0.494751
5,405
91.16797
0
female
0
6
543
COPD
COPD/CHF/Cirrhosis
3
null
$11-$25k
9
7,025
4,443.6758
6,459
8
white
24
44
0.567993
0.372986
1
0
0
no
null
null
dnr before sadm
-1
133
6.899414
135
6
35.89844
300
null
0.399963
1.199951
142
7.329102
133
10
1,120
null
null
adl>=4 (>=5 if sur)
5.06543
5,406
53.26199
1
male
0
4
16
Lung Cancer
Cancer
1
12
$25-$50k
0
4,797
2,928.8633
2,974
6
white
15
13
0.769897
0.522949
1
0
0
metastatic
0.6
0.3
no dnr
4
135
10
55
24
35.69531
203.3125
null
0.699951
1.199951
150
7.469727
145
11
2,749
null
null
<2 mo. follow-up
1.969238
5,407
59.73999
1
female
1
30
30
CHF
COPD/CHF/Cirrhosis
1
16
null
0
90,045
null
null
28.5
white
42.195313
60
0.44696
0.244995
1
0
0
no
null
null
dnr after sadm
30
60
9.798828
100
8
36.19531
348.5625
null
null
0.699951
141
7.369141
162
7
1,900
null
0
<2 mo. follow-up
0
5,408
82.56
0
male
0
12
541
CHF
COPD/CHF/Cirrhosis
3
2
under $11k
0
31,745
18,582.2031
20,927
11.5
white
15.398438
17
0.859985
0.768921
1
0
0
no
null
null
no dnr
12
53
128.78125
150
24
38.69531
242.5
2.5
2.299805
2.399902
142
7.30957
109
44
260
0
0
no(M2 and SIP pres)
0
5,409
54.237
1
male
1
5
5
Coma
Coma
0
7
null
0
36,353
null
null
45
other
37.898438
78
0.424988
0.350952
1
0
0
no
0.5
0.35
dnr after sadm
5
103
7.299805
60
24
36.09375
185
2.5
1.599854
0.799927
134
7.359375
240
8
2,080
null
1
<2 mo. follow-up
1
5,410
65.60699
1
male
1
4
4
Cirrhosis
COPD/CHF/Cirrhosis
2
8
$11-$25k
0
14,532
null
null
31
hispanic
65.390625
100
0
0
1
0
0
no
null
null
dnr after sadm
3
63
6.599609
70
16
36.69531
null
3.599609
0.5
1.799805
135
null
73
40
1,200
null
null
<2 mo. follow-up
1.799561
5,411
69.224
1
male
0
9
104
Lung Cancer
Cancer
1
16
null
0
10,246
6,972.5977
7,689
10
white
17.199219
5
0.69397
0.403992
1
0
0
metastatic
0.6
0.3
no dnr
9
53
7.5
68
48
36.59375
168
null
0.5
0.699951
137
7.369141
85
13
2,650
null
0
Coma or Intub
0
5,412
65.28998
0
female
0
46
538
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
>$50k
44
198,680
116,222.125
113,054
34.75
white
25.199219
35
0.559937
0.44696
8
0
0
no
0.7
0.8
no dnr
46
27
18.199219
180
22
38.19531
243.3125
null
null
1.599854
142
7.30957
211
26
0
null
0
adl>=4 (>=5 if sur)
0
5,413
73.32196
1
male
0
10
42
CHF
COPD/CHF/Cirrhosis
3
null
null
0
24,700
null
null
18
white
18.898438
18
0.848999
0.751953
1
0
0
no
0.75
0.7
dnr after sadm
9
113
6.299805
60
9
38.39844
259
null
null
1.399902
133
7.489258
102
20
2,030
null
null
<2 mo. follow-up
2.810059
5,414
80.39996
1
male
0
10
28
COPD
COPD/CHF/Cirrhosis
2
null
null
0
27,456
null
null
26.5
white
23.398438
32
0.720947
0.565918
1
0
0
no
0.85
0.65
no dnr
10
43
45.898438
135
22
38.69531
125.45312
null
5.199219
11.298828
136
7.339844
142
111
15
null
0
<2 mo. follow-up
0
5,415
47.97498
0
male
0
43
536
ARF/MOSF w/Sepsis
ARF/MOSF
1
6
null
0
89,130
57,088.8438
59,258
21.25
white
16.597656
12
0.904907
0.870972
4
0
0
no
0.85
0.85
no dnr
43
105
15
105
30
34.19531
297.125
3.399902
1
5.799805
140
7.279297
145
53
810
null
0
no(M2 and SIP pres)
0
5,416
57.02899
1
male
0
17
48
Lung Cancer
Cancer
1
0
under $11k
0
16,234
10,966.8984
12,575
5.666664
white
26.699219
22
0.494995
0.174988
1
0
0
metastatic
0.5
0.15
no dnr
17
120
3
115
10
38.5
167.5
3.299805
2.599609
0.899902
146
7.30957
89
19
2,110
null
1
<2 mo. follow-up
1
5,417
71.59998
1
female
0
7
130
CHF
COPD/CHF/Cirrhosis
4
null
under $11k
0
8,299
6,645.6406
6,728
10.5
black
15.699219
10
0.884888
0.80896
1
1
0
no
0.9
0.8
no dnr
7
62
8.798828
75
28
35.29688
172.5
null
null
1.199951
140
7.449219
123
35
1,165
null
1
null
1
5,418
59.39798
0
male
0
20
536
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
null
0
38,214
23,649.0312
24,873
24.333328
white
22
25
0.812988
0.75
1
0
0
yes
0.75
0.65
no dnr
20
62
13
125
36
39.09375
343.3125
null
0.5
4.699219
138
7.419922
546
43
1,012
null
6
adl>=4 (>=5 if sur)
6
5,419
85.25397
0
female
0
4
535
CHF
COPD/CHF/Cirrhosis
2
10
$11-$25k
0
5,269
3,610.668
3,689
7
white
19.597656
16
0.797974
0.67395
1
0
0
no
0.75
0.5
no dnr
4
145
6.599609
60
8
37.89844
283.3125
3.099609
0.399963
1.099854
141
7.299805
258
27
2,147
0
0
no(M2 and SIP pres)
0
5,420
66.89398
0
male
0
35
534
CHF
COPD/CHF/Cirrhosis
2
15
$11-$25k
41
42,993
29,988.3438
34,828
17.25
white
29
49
0.55896
0.362976
1
0
0
no
0.8
0.5
dnr after sadm
5
18
9.898438
35
36
38.19531
195
null
null
2.099609
137
7.449219
413
52
1,065
null
0
no(M2 and SIP pres)
0
5,421
72.74194
1
male
1
15
15
ARF/MOSF w/Sepsis
ARF/MOSF
2
8
$11-$25k
0
79,139
45,057.0312
43,214
39.333313
white
32.796875
77
0.600952
0.493958
1
0
0
no
0.35
0.3
dnr after sadm
11
52
0.099991
135
26
36.09375
316.625
2.599609
10.5
2.899902
143
7.299805
86
90
435
null
0
<2 mo. follow-up
0
5,422
63.92599
1
male
1
16
16
Coma
Coma
1
10
under $11k
55
45,913
27,442.4531
29,277
22.666656
white
17.5
31
0.547974
0.478943
1
0
0
yes
0.1
0.02
dnr after sadm
4
108
18.597656
120
20
35.79688
660
null
null
0.699951
136
7.449219
156
15
700
null
0
<2 mo. follow-up
0
5,423
44.85699
1
male
0
14
135
COPD
COPD/CHF/Cirrhosis
4
null
under $11k
100
51,906
29,462.7344
30,650
16
black
28.898438
37
0.534912
0.335999
1
0
0
no
null
null
no dnr
14
68
8.398438
105
8
35.29688
250
2.699707
0.399963
0.599976
142
7.429688
106
8
5,065
null
0
adl>=4 (>=5 if sur)
0
5,424
66.54596
1
female
1
28
28
ARF/MOSF w/Sepsis
ARF/MOSF
1
14
null
44
147,889
null
null
44.25
white
42
77
0.102997
0.042999
1
0
0
yes
0.5
0.4
dnr after sadm
24
115
null
75
12
36.19531
433.3125
null
null
1.199951
145
7.40918
178
16
1,725
null
0
<2 mo. follow-up
0
5,425
30.10799
0
female
0
9
532
ARF/MOSF w/Sepsis
ARF/MOSF
2
14
$25-$50k
0
null
null
null
14
white
22.296875
31
0.897949
0.860962
3
0
0
no
0.8
0.6
null
null
30
1
175
35
39.09375
131.65625
3.099609
0.299988
1.899902
153
7.149414
9
52
843
null
0
no(M2 and SIP pres)
0
5,426
64.12
0
female
0
14
531
ARF/MOSF w/Sepsis
ARF/MOSF
1
9
under $11k
0
39,588
23,305.7969
26,626
23.333328
black
37.195313
50
0.494995
0.376953
3
1
0
no
null
null
no dnr
14
108
12.199219
65
24
38.09375
268.5625
null
0.799927
8.199219
129
7.439453
225
39
0
null
0
SIP>=30
0
5,427
65.81799
1
female
0
7
397
COPD
COPD/CHF/Cirrhosis
1
12
under $11k
0
7,743
5,370.8398
6,120
6.5
white
16.898438
1
0.889893
0.816895
1
0
0
no
0.9
0.75
no dnr
7
128
10.798828
55
8
39.09375
270
null
0.699951
1.299805
160
7.449219
153
17
1,975
0
null
SIP>=30
0.494751
5,428
69.10297
0
female
0
6
533
CHF
COPD/CHF/Cirrhosis
4
16
null
0
13,926
8,603.0234
9,492
17
white
16.296875
23
0.885986
0.809937
1
1
0
no
null
null
no dnr
6
48
12.199219
125
26
36.19531
869.375
null
null
2.899902
158
7.30957
272
79
925
null
null
no(M2 and SIP pres)
2.119141
5,429
74.58997
1
male
1
8
8
COPD
COPD/CHF/Cirrhosis
1
12
under $11k
0
8,683
5,717.5
6,143
12.5
white
20.699219
19
0.806885
0.688965
1
0
0
no
0.5
0.4
dnr after sadm
5
112
33
115
38
38.09375
251.40625
2.399902
24.398438
2
145
7.459961
379
121
2,330
1
2
<2 mo. follow-up
2
5,430
56.939
0
female
0
12
532
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
$11-$25k
0
54,366
35,763.0938
39,123
19
black
26.796875
43
0.718994
0.631958
26
0
0
no
1
1
no dnr
12
75
6.399414
95
30
38
348
2
1.5
0.899902
147
7.489258
138
22
1,010
null
3
no(M2 and SIP pres)
3
5,431
66.02594
1
male
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
0
20
null
0
44,230
22,836.0156
23,455
57
white
40.296875
64
0.439941
0.319946
1
0
0
no
null
null
no dnr
4
148
12.798828
105
26
36.59375
232.5
null
null
0.699951
148
7.429688
298
14
2,875
null
null
<2 mo. follow-up
1.963135
5,432
41.09
1
male
0
5
23
Lung Cancer
Cancer
1
14
$11-$25k
0
6,703
4,328.6406
5,094
4
black
23.699219
12
0.625
0.311951
1
0
0
metastatic
null
null
no dnr
5
75
6.099609
70
16
36.29688
null
4.099609
0.399963
0.799927
144
null
112
6
7,250
0
null
<2 mo. follow-up
0.494751
5,433
75.95898
1
female
0
14
241
MOSF w/Malig
ARF/MOSF
2
12
under $11k
9
43,724
26,366.875
26,451
24.333328
white
33.195313
38
0.324951
0.210999
5
0
0
yes
0.9
0.8
no dnr
14
95
6.199219
70
18
36.09375
323.75
null
2.799805
1.199951
135
7.439453
68
15
1,925
null
7
adl>=4 (>=5 if sur)
7
5,434
52.45999
1
female
1
9
9
Cirrhosis
COPD/CHF/Cirrhosis
2
14
null
41
119,149
67,033.5
64,675
43
white
40.398438
73
0.081985
0.012999
21
0
0
no
0.4
0.2
dnr after sadm
8
68
13.099609
105
32
36.69531
357.125
3
0.399963
0.899902
137
7.379883
105
15
null
null
2
<2 mo. follow-up
2
5,435
49.71698
1
female
1
13
13
ARF/MOSF w/Sepsis
ARF/MOSF
1
10
under $11k
41
70,066
null
null
53.5
white
35.195313
59
0.44397
0.324951
3
0
0
no
0.05
0
dnr after sadm
4
138
15.298828
125
20
38
242
2.099609
1.199951
0.599976
132
7.279297
153
12
1,915
null
null
<2 mo. follow-up
2.615723
5,436
39.32098
0
male
0
15
529
ARF/MOSF w/Sepsis
ARF/MOSF
0
10
under $11k
0
36,544
23,668.5156
25,044
19
black
17.597656
24
0.919922
0.889893
2
0
0
no
1
0.9
no dnr
15
53
22.898438
130
24
39.19531
132
null
null
1
135
7.419922
99
14
1,665
null
5
null
5
5,437
67.51495
1
male
1
5
5
MOSF w/Malig
ARF/MOSF
1
null
null
0
98,266
null
null
52
white
47.796875
127
0.028999
0.007
20
0
0
yes
0
0
no dnr
5
97
17
68
20
36
null
4
0.799927
0.699951
142
null
125
13
null
null
null
<2 mo. follow-up
1.925293
5,438
61.80698
1
male
1
14
14
CHF
COPD/CHF/Cirrhosis
4
8
under $11k
9
44,938
24,608.9219
26,028
28
white
35.09375
48
0.583984
0.391968
1
0
0
no
0.05
0
dnr after sadm
9
115
3.099609
105
12
38.39844
385.6875
2.699707
4.399414
1
131
7.449219
97
10
1,235
null
1
<2 mo. follow-up
1
5,439
56.13397
1
female
1
14
14
MOSF w/Malig
ARF/MOSF
1
null
under $11k
44
87,450
49,439.0625
50,099
38.333313
black
38.59375
95
0.067993
0.023998
7
0
0
yes
0.7
0.6
dnr after sadm
14
102
23.097656
105
33
36.29688
233.3125
null
0.799927
6.199219
133
7.379883
284
105
811
null
3
<2 mo. follow-up
3
5,440
34.34399
0
female
0
17
528
ARF/MOSF w/Sepsis
ARF/MOSF
0
14
$11-$25k
9
46,653
null
null
23.333328
black
29.398438
57
0.810913
0.748901
1
0
0
no
0.95
0.9
no dnr
17
53
3.099609
115
10
36.39844
302.8125
1.399902
2.199707
0.699951
134
7.299805
81
27
3,160
null
0
no(M2 and SIP pres)
0
5,441
55.52597
1
female
0
47
56
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
null
0
92,466
null
null
26.25
white
31.398438
60
0.7229
0.638916
1
1
0
no
0.8
0.8
no dnr
47
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
7
<2 mo. follow-up
7
5,442
52.57999
0
male
0
6
525
ARF/MOSF w/Sepsis
ARF/MOSF
1
6
null
9
13,753
8,494.375
9,086
12
black
15.798828
11
0.893921
0.855957
3
1
0
no
0.9
0.8
no dnr
6
58
17.398438
115
16
35.79688
133.3125
0.899902
1.699951
4.899414
137
7.319336
72
60
88
null
1
no(M2 and SIP pres)
1
5,443
69.14996
0
male
0
6
525
CHF
COPD/CHF/Cirrhosis
3
3
null
0
12,983
8,177.3086
8,862
19
black
26.699219
28
0.753906
0.611938
1
0
0
no
0.9
0.75
no dnr
6
125
17.898438
75
26
36.39844
196.65625
null
null
1
144
7.299805
512
18
3,945
null
0
no(M2 and SIP pres)
0
5,444
51.59497
1
male
1
9
9
ARF/MOSF w/Sepsis
ARF/MOSF
2
8
under $11k
26
43,406
null
null
40
black
78.1875
91
0
0
1
1
0
no
0.9
0.85
no dnr
9
112
25
95
13
35.29688
356
null
14.398438
7.699219
134
7.419922
89
88
200
null
3
<2 mo. follow-up
3
5,445
65.33099
1
male
1
3
3
Coma
Coma
0
18
>$50k
100
30,271
17,778.3438
17,836
19
white
65.796875
55
0
0
8
0
0
no
0.2
0.1
dnr after sadm
2
123
14.798828
135
40
39.09375
266.625
2.899902
1.099854
0.699951
140
7.429688
179
13
4,125
null
0
<2 mo. follow-up
0
5,446
49.81198
1
female
1
3
3
ARF/MOSF w/Sepsis
ARF/MOSF
2
null
null
100
17,471
null
null
50
black
51.09375
104
0.002
0
1
1
0
no
null
null
no dnr
3
68
12.398438
115
9
38.89844
331.375
null
1.099854
5
144
7.489258
210
123
60
null
null
<2 mo. follow-up
3.373047
5,447
58.439
1
female
1
5
5
MOSF w/Malig
ARF/MOSF
1
12
$25-$50k
0
53,976
30,542.7031
32,550
32
white
26.796875
55
0.554932
0.441956
12
0
0
yes
0.3
0.1
dnr after sadm
1
107
10
80
28
36.29688
null
3.099609
0.5
0.599976
130
null
248
9
4,800
null
null
<2 mo. follow-up
2.542481
5,448
46.93799
1
male
1
6
6
Coma
Coma
0
null
null
41
80,331
45,993.3438
44,799
45
white
24.097656
32
0.584961
0.518921
9
0
0
no
0.7
0.6
dnr after sadm
5
124
15
125
30
36.19531
286.9375
null
null
1.699951
146
7.399414
114
52
875
null
null
<2 mo. follow-up
1.789063
5,449
29.782
0
male
0
35
522
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
0
165,685
null
null
33
black
25.097656
38
0.873901
0.828979
3
0
0
no
0.8
0.8
no dnr
35
100
7.299805
64
32
36.59375
204.75
null
null
0.699951
139
7.299805
159
29
3,050
null
null
null
1.835205
5,450
71.42499
1
female
1
23
23
ARF/MOSF w/Sepsis
ARF/MOSF
1
11
$11-$25k
41
186,564
103,832.562
95,396
43.333313
white
16.796875
26
0.720947
0.634888
12
0
0
no
null
null
dnr after sadm
22
75
16.398438
112
16
36.29688
null
null
0.599976
0.699951
135
null
111
33
null
null
7
<2 mo. follow-up
7
5,451
55.87097
1
female
1
4
4
Lung Cancer
Cancer
1
12
null
0
3,932
2,679.8769
3,388
7
white
30.796875
22
0.379944
0.090988
1
0
0
metastatic
0
0
dnr after sadm
1
55
19.5
160
30
38
320
2.799805
0.799927
10
133
7.399414
78
89
200
null
null
<2 mo. follow-up
2.458984
5,452
32.43799
0
female
0
129
519
ARF/MOSF w/Sepsis
ARF/MOSF
0
18
$11-$25k
44
440,306
null
null
40.25
hispanic
36.09375
64
0.564941
0.453979
1
0
0
no
0.7
0.7
no dnr
129
80
13.099609
128
24
36.09375
200
null
null
1.099854
135
7.129883
227
34
500
null
0
adl>=4 (>=5 if sur)
0
5,453
70.64496
0
female
0
108
519
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
under $11k
0
171,148
null
null
26.5
white
26.597656
66
0.726929
0.642944
2
0
0
no
0.7
0.6
dnr after sadm
6
73
10.298828
75
20
38.29688
452.375
null
null
0.699951
134
7.469727
136
10
null
6
6
adl>=4 (>=5 if sur)
6
5,454
50.95398
1
male
1
41
41
MOSF w/Malig
ARF/MOSF
2
12
null
0
180,519
null
null
40
white
29.898438
33
0.559937
0.44696
2
0
0
yes
0.5
0.3
dnr after sadm
21
40
27.5
40
15
35.19531
268
null
2
1.299805
129
7.509766
106
20
455
null
0
<2 mo. follow-up
0
5,455
26.09698
0
female
0
10
517
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
null
9
25,295
16,307.4609
18,321
16
white
37.296875
69
0.713989
0.626953
1
1
0
no
1
1
dnr after sadm
4
105
9.699219
65
24
37
390.4375
null
null
1.299805
143
7.519531
107
22
2,150
2
null
SIP>=30
1.838867
5,456
67.26099
1
male
1
4
4
ARF/MOSF w/Sepsis
ARF/MOSF
1
7
under $11k
100
null
null
null
44
white
98
141
0
0
8
0
0
no
0.6
0.4
dnr after sadm
3
68
5.5
115
36
39.19531
82.84375
2.399902
11.099609
1.199951
155
7.449219
400
48
2,460
null
0
<2 mo. follow-up
0
5,457
64.66498
0
male
0
28
516
ARF/MOSF w/Sepsis
ARF/MOSF
1
3
$11-$25k
0
85,357
51,161.6875
54,012
22.5
other
27.296875
47
0.710938
0.623901
5
1
0
no
0.5
0.5
no dnr
28
42
19.296875
65
33
33.69531
34
3.299805
32.398438
7.399414
147
7.279297
102
88
570
null
null
null
2.625
5,458
31.22499
1
male
0
4
330
ARF/MOSF w/Sepsis
ARF/MOSF
0
11
$25-$50k
44
27,355
16,787.5156
17,752
17
white
21.796875
27
0.791992
0.723999
10
0
0
no
0.5
0.4
no dnr
4
83
8.599609
105
20
36.29688
null
3.599609
0.5
0.899902
134
null
121
14
null
null
7
adl>=4 (>=5 if sur)
7
5,459
50.97897
1
male
0
14
35
CHF
COPD/CHF/Cirrhosis
2
12
$11-$25k
0
20,779
12,855.9375
12,840
14.333328
white
27.699219
37
0.814941
0.699951
1
0
0
no
0.6
0.4
no dnr
14
137
13.199219
115
35
39.09375
319
null
null
0.599976
133
7.449219
160
17
2,065
0
2
<2 mo. follow-up
2
5,460
60.57797
0
male
0
8
516
CHF
COPD/CHF/Cirrhosis
3
10
under $11k
0
8,274
5,460.8398
5,733
13
white
17.898438
25
0.891968
0.819946
1
0
0
no
0.9
0.75
no dnr
8
102
7.799805
70
24
35.89844
null
3.299805
2.299805
1.199951
135
null
88
18
2,600
2
3
no(M2 and SIP pres)
3
5,461
87.29596
0
female
0
15
515
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
under $11k
26
29,832
null
null
21.666656
white
30.296875
53
0.450989
0.33197
1
0
0
no
0.6
0.6
dnr after sadm
5
68
17.796875
55
6
36.09375
193.3125
3.099609
0.599976
1
136
7.299805
246
26
1,390
null
0
no(M2 and SIP pres)
0
5,462
78.70795
1
male
1
49
49
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
0
231,581
null
null
34.5
black
35.296875
67
0.375
0.255981
20
0
0
no
null
null
dnr after sadm
46
78
8.099609
75
6
36.29688
200
null
0.699951
0.699951
135
7.429688
81
15
2,930
null
null
<2 mo. follow-up
3.058106
5,463
41.94897
1
female
0
12
30
Lung Cancer
Cancer
1
12
null
0
14,354
9,377.4453
9,969
11.5
hispanic
22.898438
25
0.639893
0.330994
1
0
0
metastatic
0.5
0.1
no dnr
12
105
7.199219
150
22
36.59375
null
2.899902
0.899902
0.799927
139
null
99
7
2,725
0
1
<2 mo. follow-up
1
5,464
64.94995
1
male
0
35
337
COPD
COPD/CHF/Cirrhosis
3
12
>$50k
0
100,447
59,049.2188
68,243
35
white
24.199219
33
0.815918
0.700928
1
1
0
no
0.5
0.4
dnr after sadm
19
63
6.799805
75
20
36.09375
644
null
null
1.299805
136
7.449219
63
19
4,700
null
7
adl>=4 (>=5 if sur)
7
5,465
85.20197
1
female
0
10
11
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
under $11k
0
70,407
40,572.1562
42,464
42.5
other
53.898438
93
0.003
0
9
0
0
yes
0.1
0.05
dnr after sadm
3
73
4.199219
55
8
36
226.65625
2.299805
0.5
0.699951
141
7.379883
77
16
1,175
null
7
<2 mo. follow-up
7
5,466
33.13599
1
female
1
38
38
ARF/MOSF w/Sepsis
ARF/MOSF
3
10
under $11k
0
187,105
109,487.562
105,650
40.25
black
37.898438
64
0.699951
0.609985
1
1
0
no
0.7
0.6
dnr after sadm
1
111
7.599609
50
16
35.79688
210.1875
null
null
1
138
7.439453
78
14
700
null
2
<2 mo. follow-up
2
5,467
45.55798
1
male
1
6
6
Coma
Coma
2
12
under $11k
100
24,542
14,387.2812
16,541
27
black
26
66
0.342957
0.269958
1
1
0
no
0.1
0.05
dnr after sadm
5
52
10.798828
105
26
40
210
3.399902
0.799927
1.699951
141
7.439453
100
66
1,210
null
1
<2 mo. follow-up
1
5,468
61.32199
0
male
0
4
514
Lung Cancer
Cancer
1
16
$25-$50k
0
12,236
5,965.6328
6,239
11
white
14.898438
5
0.753906
0.497986
1
0
0
metastatic
0.9
0.6
no dnr
4
58
23.597656
135
20
38.59375
98
2.099609
1
2
139
7.40918
206
73
1,030
null
0
no(M2 and SIP pres)
0
5,469
57.50598
0
female
0
17
512
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$11-$25k
37
99,616
56,783.5312
57,308
28.666656
white
27.597656
65
0.582886
0.472961
7
0
0
no
null
null
no dnr
17
118
7.099609
125
9
38.29688
240
null
null
0.899902
140
7.589844
96
28
1,220
null
0
no(M2 and SIP pres)
0
5,470
72.68994
0
female
0
17
512
ARF/MOSF w/Sepsis
ARF/MOSF
1
16
null
9
84,148
null
null
25.666656
white
22.199219
44
0.715942
0.628906
14
1
0
no
null
null
no dnr
17
63
14.099609
55
6
35.5
214.28125
2.5
2.599609
0.899902
143
7.369141
314
28
620
0
0
no(M2 and SIP pres)
0
5,471
69.44299
0
female
0
97
511
ARF/MOSF w/Sepsis
ARF/MOSF
4
11
$25-$50k
44
207,500
null
null
28.25
white
17.398438
49
0.773926
0.701904
1
1
1
no
0.5
0.5
no dnr
97
108
30.699219
135
16
37.09375
106.65625
2.399902
13.199219
5.399414
139
7.349609
99
142
431
null
6
adl>=4 (>=5 if sur)
6
5,472
27.29399
0
female
0
12
510
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
under $11k
37
43,502
27,744.9219
28,170
20
black
20.699219
17
0.848999
0.796997
5
0
0
no
null
null
no dnr
12
122
15.699219
120
24
37.59375
193.3125
null
0.5
1.299805
136
7.489258
94
23
2,940
null
0
no(M2 and SIP pres)
0
5,473
54.75198
0
male
0
18
510
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
$11-$25k
0
49,333
29,308.0625
32,056
26.333328
black
17.296875
12
0.895996
0.858887
2
0
0
no
null
null
no dnr
18
108
12.5
75
30
35.5
146.65625
null
null
5
125
7.389648
351
74
1,350
null
0
adl>=4 (>=5 if sur)
0
5,474
67.27997
0
male
0
11
509
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
44
25,244
null
null
29
white
35.195313
38
0.35199
0.234985
1
0
1
no
0.6
0.6
no dnr
11
80
10.599609
80
20
36.59375
420
null
0.399963
0.5
137
7.389648
184
7
2,600
null
null
null
5.219727
5,475
75.90698
0
male
0
17
509
ARF/MOSF w/Sepsis
ARF/MOSF
3
14
null
0
457,800
null
null
25.666656
white
20.097656
15
0.765991
0.691895
2
1
0
yes
1
0.95
no dnr
17
62
12.5
65
24
36.79688
260
null
null
1.199951
136
7.529297
211
23
2,470
7
1
no(M2 and SIP pres)
1
5,476
72.93097
1
male
0
11
223
CHF
COPD/CHF/Cirrhosis
1
11
$11-$25k
0
20,894
12,428.8359
10,096
21
white
20.796875
32
0.827881
0.718994
1
0
0
no
null
null
no dnr
11
112
4.099609
105
32
36.29688
330.375
null
null
0.699951
136
7.359375
109
16
1,460
0
0
no(M2 and SIP pres)
0
5,477
65.40997
1
male
1
18
18
ARF/MOSF w/Sepsis
ARF/MOSF
2
12
>$50k
44
158,768
86,304.1875
96,859
47.666657
white
38.59375
54
0.162994
0.080994
14
0
0
no
0.2
0.1
dnr after sadm
16
118
6.799805
65
26
36.89844
112.23438
null
0.699951
10.798828
134
7.389648
81
45
1,400
null
4
<2 mo. follow-up
4
5,478
88.487
1
female
1
9
9
Coma
Coma
1
15
under $11k
100
6,748
5,192.2344
5,946
8
white
19.597656
24
0.116989
0.071991
1
0
0
no
0.05
0
dnr after sadm
1
48
4.299805
65
24
38.09375
57
null
0.5
2.899902
140
7.30957
149
30
140
null
5
<2 mo. follow-up
5
5,479
59.75598
0
male
0
59
509
ARF/MOSF w/Sepsis
ARF/MOSF
1
8
null
0
287,011
null
null
48.75
white
32.796875
52
0.635986
0.533936
3
0
0
no
0.5
0.5
no dnr
59
100
10.898438
104
20
37
null
3.099609
1
0.899902
133
null
102
8
null
null
0
adl>=4 (>=5 if sur)
0
5,480
86.50494
1
female
0
35
150
ARF/MOSF w/Sepsis
ARF/MOSF
0
null
$11-$25k
0
113,600
65,823.9375
70,361
34.75
white
29
37
0.61499
0.509888
1
0
0
no
0.4
0.3
no dnr
35
46
10.099609
135
38
37.79688
231.40625
null
null
0.5
136
7.519531
103
4
5,095
null
null
adl>=4 (>=5 if sur)
2.561523
5,481
67.87396
1
male
0
11
172
Lung Cancer
Cancer
1
16
$25-$50k
0
17,619
10,628.3594
11,509
13
white
12.898438
30
0.774902
0.531982
1
0
0
metastatic
null
null
no dnr
11
62
19.5
135
40
35.59375
145
2.699707
7.599609
1.799805
135
7.479492
238
43
711
4
5
SIP>=30
5
5,482
47.10999
0
male
0
27
507
ARF/MOSF w/Sepsis
ARF/MOSF
0
12
$25-$50k
0
95,153
55,380.75
59,054
20.5
white
21.796875
41
0.859985
0.81189
4
0
0
no
0.5
0.3
no dnr
27
58
16.699219
125
47
36.19531
82.84375
null
null
0.899902
137
7.389648
150
13
694
null
0
no(M2 and SIP pres)
0
5,483
49.79099
0
female
0
6
508
Cirrhosis
COPD/CHF/Cirrhosis
3
11
under $11k
0
5,730
4,198.6523
4,977
12
white
19
34
0.852905
0.756958
1
1
0
no
0.5
0.35
no dnr
6
112
8.398438
100
27
38.19531
226.65625
null
null
0.699951
148
7.429688
118
5
1,290
null
7
no(M2 and SIP pres)
7
5,484
79.00299
1
female
0
10
374
CHF
COPD/CHF/Cirrhosis
1
8
under $11k
0
22,539
null
null
24
black
15.298828
30
0.869995
0.784912
1
0
0
no
null
null
no dnr
10
52
0.099991
155
31
38.19531
233.3125
null
14.898438
5.299805
141
7.339844
271
98
22
0
0
no(M2 and SIP pres)
0
5,485
68.42999
1
male
1
13
13
ARF/MOSF w/Sepsis
ARF/MOSF
1
9
$25-$50k
44
664,520
39,274.75
39,782
46
white
32.695313
59
0.329956
0.214996
1
0
0
yes
0.6
0.6
dnr after sadm
3
52
10.099609
130
32
39.79688
127.5
null
0.899902
1.099854
131
7.5
135
23
3,115
null
1
<2 mo. follow-up
1
5,486
84.69299
1
female
1
9
9
Coma
Coma
0
8
under $11k
100
15,003
9,909.3594
9,405
17.5
white
15.898438
13
0.240997
0.175995
1
0
0
no
null
null
dnr after sadm
2
67
0.599976
125
32
39
420
2.099609
4.899414
3.399902
138
7.329102
193
23
290
null
0
<2 mo. follow-up
0
5,487
65.61798
1
male
0
9
433
Colon Cancer
Cancer
1
12
null
0
9,071
6,422.4492
6,518
11.5
white
22.199219
18
0.733887
0.463989
1
0
0
metastatic
0.9
0.7
no dnr
9
133
23
115
13
36.89844
304
2.099609
0.899902
6.699219
131
7.369141
102
67
1,595
null
2
no(M2 and SIP pres)
2
5,488
25.45099
0
female
0
31
504
ARF/MOSF w/Sepsis
ARF/MOSF
0
17
null
44
118,800
75,492
72,145
34
white
39.09375
71
0.527954
0.411987
1
0
0
no
0.7
0.7
no dnr
31
55
10.599609
125
9
36.69531
297.125
null
0.899902
5.5
133
7.30957
75
72
0
null
null
no(M2 and SIP pres)
2.327148
5,489
70.81195
1
male
0
8
35
Colon Cancer
Cancer
1
12
$25-$50k
0
13,868
8,521.0938
8,790
6
white
14
14
0.844971
0.657959
1
0
0
metastatic
null
null
no dnr
8
103
12
60
16
37.5
255
2.899902
0.599976
1
140
7.40918
204
2
4,960
1
0
<2 mo. follow-up
0
5,490
51.02298
0
male
0
6
501
ARF/MOSF w/Sepsis
ARF/MOSF
1
18
under $11k
0
22,219
null
null
25
black
24.597656
28
0.815918
0.754883
4
1
0
no
0.5
0.5
no dnr
6
97
11.599609
60
20
36.69531
101.65625
4.099609
0.699951
6.699219
134
7.329102
92
46
3,205
0
null
no(M2 and SIP pres)
0.494751
5,491
62.702
0
male
0
26
501
ARF/MOSF w/Sepsis
ARF/MOSF
1
12
$11-$25k
44
96,689
58,644
53,797
33.25
white
16.796875
36
0.806885
0.741943
1
0
0
no
0.25
0.25
no dnr
26
0
9.199219
0
0
36
76
2.099609
0.699951
1.5
138
7.279297
292
11
1,640
null
0
no(M2 and SIP pres)
0
5,492
71.49597
1
male
1
23
23
MOSF w/Malig
ARF/MOSF
2
4
under $11k
9
87,170
47,979.6875
54,320
32.666657
white
45.59375
76
0.023998
0.006
4
1
0
metastatic
null
null
dnr after sadm
22
0
9.398438
0
0
38.19531
236.65625
null
null
0.799927
140
7.459961
142
14
2,300
null
4
<2 mo. follow-up
4
5,493
66.98199
0
male
0
95
498
COPD
COPD/CHF/Cirrhosis
4
14
null
41
373,539
null
null
36.5
white
28.5
32
0.503906
0.302979
5
1
0
no
0.9
0.9
dnr after sadm
45
41
13.5
0
26
38.19531
137
null
2.599609
2.599609
137
6.929688
543
40
140
null
6
Coma or Intub
6
5,494
64.80499
1
male
0
10
399
Coma
Coma
1
null
null
100
25,298
15,532.8359
16,117
25.5
white
24.296875
33
0.200989
0.140991
1
0
0
no
0.9
0.75
no dnr
10
65
0.099991
75
25
35.59375
271.375
2.299805
1.299805
1
139
7.429688
178
28
2,040
null
3
adl>=4 (>=5 if sur)
3
5,495
47.27399
1
female
0
11
177
ARF/MOSF w/Sepsis
ARF/MOSF
3
12
under $11k
44
42,132
25,258.0781
27,767
22
white
23.199219
28
0.728882
0.644897
4
0
0
no
null
null
no dnr
11
167
11.699219
170
24
39.59375
254.28125
null
null
0.5
135
7.459961
136
16
3,940
null
0
no(M2 and SIP pres)
0
5,496
58.87698
1
male
1
26
26
CHF
COPD/CHF/Cirrhosis
2
12
null
0
60,235
null
null
21.5
white
21.199219
23
0.866943
0.779907
1
0
0
no
0.85
0.75
no dnr
26
115
8.099609
140
10
39.09375
168.5625
3.199707
3.099609
1.5
135
7.369141
110
18
2,750
5
5
<2 mo. follow-up
5
5,497
62.40097
1
male
1
4
4
MOSF w/Malig
ARF/MOSF
2
null
null
0
21,075
12,266.7188
12,473
33
white
30.898438
48
0.454956
0.335999
1
0
0
metastatic
0.3
0.3
dnr after sadm
4
72
20.796875
75
9
36.79688
277.125
null
null
1.399902
139
7.419922
199
71
1,190
null
null
<2 mo. follow-up
2.602539
5,498
60.84097
0
female
0
28
494
ARF/MOSF w/Sepsis
ARF/MOSF
2
9
$11-$25k
9
80,127
null
null
27
white
28.5
55
0.689941
0.5979
3
0
0
no
null
null
no dnr
28
107
12.798828
88
28
36
135
null
null
0.799927
125
7.379883
149
19
1,700
null
6
null
6
5,499
58.97598
1
male
1
8
8
ARF/MOSF w/Sepsis
ARF/MOSF
1
null
null
41
30,892
18,894.8906
18,901
35
white
24.5
44
0.679932
0.585938
2
1
0
no
0.8
0.8
dnr after sadm
7
112
55.898438
135
37
38.79688
77
1.5
3.099609
0.599976
136
7.379883
104
9
1,420
null
null
<2 mo. follow-up
3.194336
5,500
81.08698
1
male
1
4
4
CHF
COPD/CHF/Cirrhosis
1
null
null
0
20,828
null
null
27
white
26
42
0.706909
0.546997
1
0
0
no
null
null
dnr after sadm
2
125
12.599609
155
40
39.79688
316
2.299805
0.899902
0.599976
145
7.399414
229
31
1,300
null
null
<2 mo. follow-up
2.28418